SYN scan results for common TCP services across all of IPv4

Study Details

Study

TCP Scans

Author

Project Sonar | Rapid7

Contact

Rapid7 Labs

Dataset Details

The dataset contains regular snapshots of the responses to zmap probes against common TCP services

Download Now (No Account Required)

See below for datasets updated on the first of every month—no sign up required.

File Name SHA1-Fingerprint Size Updated At
2021-02-23-1614070233-http_get_65535.csv.gz
568984ffacb5a7d30f1065544c8365622954e258
42.5 MB Feb. 23, 2021
2021-02-23-1614063755-https_get_60443.csv.gz
dc8b579add4a3c7e3a3b46d479d8e9d302559519
39.8 MB Feb. 23, 2021
2021-02-23-1614057146-https_get_50443.csv.gz
85c807bcbc0ed2ec08d1bba0488908a8f92eee25
39.6 MB Feb. 23, 2021
2021-02-23-1614051028-https_get_50880.csv.gz
6242520b585c413336e0dfde8e1ae4953c7a37c7
36.6 MB Feb. 23, 2021
2021-02-23-1614044813-https_get_44443.csv.gz
068a96ec7ac6f47b00160e0db81f231efa007510
38.5 MB Feb. 23, 2021
2021-02-22-1614037793-https_get_30443.csv.gz
9359da212ff5d395573b7d6ce0e7b2c39444d96c
41.1 MB Feb. 23, 2021
2021-02-22-1614034810-http_get_6066.csv.gz
abd1bd6962ebc8c15f2102c00b8b178a1d396273
38.2 MB Feb. 22, 2021
2021-02-22-1614027713-https_get_4444.csv.gz
fcc1d6e9652b37f3a6044cf7ade2cad2de811176
46.6 MB Feb. 22, 2021
2021-02-22-1614024298-http_get_5555.csv.gz
8a4c135287159a6ab5f44a047ef6a6dcdbf0e817
43.5 MB Feb. 22, 2021
2021-02-22-1614020617-http_get_49153.csv.gz
993b4826aeebc22a47cb8a78d1adb5ccae2d8f29
66.2 MB Feb. 22, 2021
2021-02-22-1614016873-http_get_8181.csv.gz
8b343ed551672acd692cb41a33c2af2c96adbae0
44.6 MB Feb. 22, 2021
2021-02-22-1614013791-http_get_9060.csv.gz
f432d16923ae25753839d45f355ce436e15fd610
39.4 MB Feb. 22, 2021
2021-02-22-1614007649-https_get_16993.csv.gz
7c475639d5108a633a3b0666ad2a4357bd45710a
37.7 MB Feb. 22, 2021
2021-02-22-1614001048-https_get_49592.csv.gz
4a899087fb7b48f694ab54f25581526dd6ec2ae1
39.9 MB Feb. 22, 2021
2021-02-22-1613998087-http_get_50880.csv.gz
c14d961f21bf07743fbc494f7659c4836ae44746
37.9 MB Feb. 22, 2021
2021-02-22-1613991492-https_get_12443.csv.gz
397248acd3b11ba832b3a7a48cba0ccee7484228
40.8 MB Feb. 22, 2021
2021-02-22-1613986587-http_get_49152.csv.gz
a28a6ccfca200cfcad9c22a91ddb19ec4fc0e35e
77.6 MB Feb. 22, 2021
2021-02-22-1613978756-https_get_8090.csv.gz
2ce32bd63b73ab33ceef0020c2fed4700329208b
56.5 MB Feb. 22, 2021
2021-02-22-1613970428-https_get_10443.csv.gz
39559c8fe9cd09b0d75d5ce21ced22854314bd14
47.3 MB Feb. 22, 2021
2021-02-22-1613965055-http_get_8888.csv.gz
f0059d0facaf2de65a6912ab4ccf0cf1025c2e4b
64.5 MB Feb. 22, 2021
2021-02-22-1613958662-http_get_9002.csv.gz
9ba00aa1b5fb60735cdade3fed8722e9b96899ab
43.8 MB Feb. 22, 2021
2021-02-22-1613956019-https_get_443.csv.gz
6e40ca5583273b5adfd8408282dfc9802338e22a
590.9 MB Feb. 23, 2021
2021-02-22-1613955908-http_get_80.csv.gz
dcdee525d88cf25eb8f630e74af0083c25756694
675.6 MB Feb. 22, 2021
2021-02-22-1613955130-http_get_8899.csv.gz
d644d7b96a1db95ee47f627c1d7022a04b0768ae
42.8 MB Feb. 22, 2021
2021-02-21-1613950271-http_get_9001.csv.gz
aec95c79e56f1737e7e0b080bec646f45c258679
46.4 MB Feb. 22, 2021
2021-02-21-1613949818-https_get_5001.csv.gz
04af583daa85153007a6074c23ab9f2a5e87fd68
46.3 MB Feb. 22, 2021
2021-02-21-1613947296-http_get_8545.csv.gz
1a46026b28cb9c1b42108cddf3b9113bab5f9e6c
37.2 MB Feb. 21, 2021
2021-02-21-1613943325-http_get_8081.csv.gz
f6aaca9db607009dd01344e24dc3562238f6b143
81.6 MB Feb. 21, 2021
2021-02-21-1613940878-http_get_8088.csv.gz
7d3b0f1a5b98b21572662376052234941f803247
65.4 MB Feb. 21, 2021
2021-02-21-1613939430-http_get_8001.csv.gz
23c5836d80f0b03d374c135640f613765073e3f7
51.6 MB Feb. 21, 2021
2021-02-21-1613936157-http_get_5000.csv.gz
a93c6e1d2cb8538fa842d8cfa2af807b004e04e3
53.2 MB Feb. 21, 2021
2021-02-21-1613933201-https_get_9043.csv.gz
3e07b337cea66cbf3bfbd6b801cb2e6929cc2a7c
39.8 MB Feb. 21, 2021
2021-02-21-1613927940-http_get_8008.csv.gz
7493392e04f01741d93339fe4739a590c4217b6f
99.1 MB Feb. 21, 2021
2021-02-21-1613926374-https_get_8181.csv.gz
70ae24506c26b8083eb7d366423cd2d8e841ced4
43.6 MB Feb. 21, 2021
2021-02-21-1613924598-http_get_7010.csv.gz
69193ef0d3e294714cd2c0e6d1bd188cd676fb63
38.7 MB Feb. 21, 2021
2021-02-21-1613922270-http_get_8060.csv.gz
5dff83d82e6c4974756d5493d1b6d645d788a99f
39.8 MB Feb. 21, 2021
2021-02-21-1613921555-http_get_9990.csv.gz
ab86f03b2ce9e2acf3d5795e030fe9e6874d9791
37.4 MB Feb. 21, 2021
2021-02-21-1613915534-https_get_40443.csv.gz
91196eb15cbb0a5e6b8a55134eca33dcfc16b9c3
36.7 MB Feb. 21, 2021
2021-02-21-1613914173-http_get_8000.csv.gz
b85bcb49310021fd6930633c6fba17e49d7abcb2
95.3 MB Feb. 21, 2021
2021-02-21-1613910761-http_get_7100.csv.gz
c8b6fbe838af578eff2ff1ac4deae7a4c7a24261
38.9 MB Feb. 21, 2021
2021-02-21-1613909429-https_get_7548.csv.gz
384107ca6735f616fc97c52186e93d28e8d2fd3f
37.9 MB Feb. 21, 2021
2021-02-21-1613906999-http_get_18080.csv.gz
12eb4854248fa1b2b83739ff1ff918ea6c634cb2
44.4 MB Feb. 21, 2021
2021-02-21-1613903614-http_get_5431.csv.gz
6a4b7894e241f3221b2817d511dec347c0cb66a7
38.7 MB Feb. 21, 2021
2021-02-21-1613901468-https_get_9443.csv.gz
760fb874a090b1e1d1099b84a11c39d1d42a5be6
43.2 MB Feb. 21, 2021
2021-02-21-1613900615-http_get_16992.csv.gz
b8661bf5984a6417def2571072a1e6c0ec3f653a
37.2 MB Feb. 21, 2021
2021-02-21-1613896900-http_get_60000.csv.gz
0cae0d2c5172d3363e963567d0ae581e210ae414
51.8 MB Feb. 21, 2021
2021-02-21-1613894737-https_get_55443.csv.gz
4ff51611fa04fbf0a122ca19206320c8680c3b53
36.3 MB Feb. 21, 2021
2021-02-21-1613891603-http_get_4040.csv.gz
e797b9cf01dbfb51695329df1c8edfce0d9404d6
38.4 MB Feb. 21, 2021
2021-02-21-1613889618-https_get_7443.csv.gz
c1f6ffc05cf90807e4bd69f662a0da66c48ddeba
41.0 MB Feb. 21, 2021
2021-02-21-1613888379-http_get_7001.csv.gz
318be8db476bd461adf0b314d20aa22073021822
40.3 MB Feb. 21, 2021
2021-02-21-1613886533-http_get_8820.csv.gz
0e4e772fffcc8efd40b4bd7ebf724e915e83ba12
38.5 MB Feb. 21, 2021
2021-02-21-1613884028-http_get_9000.csv.gz
7c78c35ed4f9f5f13dd0ec2410057e6bce261300
57.9 MB Feb. 21, 2021
2021-02-21-1613866274-https_get_8443.csv.gz
be8c36f895be201614af36a987122dab329ac645
88.8 MB Feb. 21, 2021
2021-02-21-1613865905-https_get_8984.csv.gz
3841c5c1e6876c577f3e315b7cd20cc9da0dcf1c
37.6 MB Feb. 21, 2021
2021-02-20-1613863054-http_get_4000.csv.gz
90113883c342866e074fcd7820a394f7b2ff34a8
40.2 MB Feb. 21, 2021
2021-02-20-1613856894-https_get_7550.csv.gz
4a78b3ff41bee7315c6520204b266bed1456dfff
36.7 MB Feb. 20, 2021
2021-02-20-1613850037-https_get_8002.csv.gz
658f7bf59df342002e45ab74b7d20d78150f4437
44.5 MB Feb. 20, 2021
2021-02-20-1613846911-http_get_7011.csv.gz
d1409e42966cdefe0931bac45e09ed4b7aad6f5f
38.6 MB Feb. 20, 2021
2021-02-20-1613837188-https_get_8010.csv.gz
92691c45f3c096550c77beaf3677410779b4a496
50.4 MB Feb. 20, 2021
2021-02-20-1613830948-https_get_7002.csv.gz
4ca1b02750ae929c15361757fb690ae27c1ac75b
39.5 MB Feb. 20, 2021
2021-02-20-1613827820-http_get_7547.csv.gz
3b638662caa36ef01869dafb01d28d87fb1e4190
424.5 MB Feb. 21, 2021
2021-02-20-1613827681-http_get_8983.csv.gz
56bdcc9a274d314077919eb5b9fdf0534ca652ee
36.4 MB Feb. 20, 2021
2021-02-20-1613824160-http_get_7000.csv.gz
d4ea873b517a0d185e22bc78c6494d0b9a28afe8
43.9 MB Feb. 20, 2021
2021-02-20-1613821103-http_get_8500.csv.gz
4d11802223d5ddc767d81f0772d209a0de82bfec
38.1 MB Feb. 20, 2021
2021-02-20-1613818334-http_get_4567.csv.gz
95ea8722e9777a594be9b53c5384ad949c84c234
97.4 MB Feb. 20, 2021
2021-02-20-1613816328-http_get_3128.csv.gz
2dd9950093d258546e60dfd6e208f825ba2f3c6e
49.6 MB Feb. 20, 2021
2021-02-20-1613814617-http_get_6060.csv.gz
29a8c3aca49785fd11f44c7d849e05ff4821142a
47.5 MB Feb. 20, 2021
2021-02-20-1613813321-http_get_7678.csv.gz
0c47e0af20d41a0e4a68e03ef07c52932e0797f0
37.1 MB Feb. 20, 2021
2021-02-20-1613810528-http_get_3000.csv.gz
551ae8bdf07cd24150f29bc89dc5dde0cd59cf18
47.6 MB Feb. 20, 2021
2021-02-20-1613801448-https_get_4433.csv.gz
e52fbbc762603dabca173de536897dd1b367bd29
50.6 MB Feb. 20, 2021
2021-02-20-1613797899-http_get_8080.csv.gz
6980965d99b525a3b1514ca4f56dbc34a3cba88d
135.9 MB Feb. 20, 2021
2021-02-20-1613794690-https_get_8009.csv.gz
067f2810e9ec9b4f3fdc6d303acfa09ade1ec850
45.0 MB Feb. 20, 2021
2021-02-20-1613791734-http_get_7549.csv.gz
d2bb1c81cc90faccd7db9286b347e1431ec3e82f
37.1 MB Feb. 20, 2021
2021-02-20-1613790093-https_get_4443.csv.gz
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44.1 MB Feb. 20, 2021
2021-02-20-1613786533-http_get_8761.csv.gz
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36.9 MB Feb. 20, 2021
2021-02-20-1613785477-https_get_4434.csv.gz
b4704af5f4f6ae9b22bb5a768b7d5985ad33e2f5
38.8 MB Feb. 20, 2021
2021-02-20-1613779853-https_get_3001.csv.gz
9dc13d0b73909d8d28eee97ccdb3e4097dcfa531
40.9 MB Feb. 20, 2021
2021-02-19-1613776803-http_get_7548.csv.gz
11d632043431a74bacdad02672ea93baf110b6c1
38.3 MB Feb. 20, 2021
2021-02-19-1613773654-http_get_4001.csv.gz
4f86a19211ae5a73d21d3dd199ed26693ae7b89f
40.8 MB Feb. 19, 2021
2021-02-19-1613770433-http_get_3689.csv.gz
ce54827997a8640220f5663361399511a9fff967
37.7 MB Feb. 19, 2021
2021-02-19-1613761942-https_get_2087.csv.gz
2eb40bf81442d5fad8d829ff4ad4e4bc05dc4b79
62.5 MB Feb. 20, 2021
2021-02-19-1613761260-http_get_2004.csv.gz
dde0b28ec8e4a6ef787d7b103fc5342bf8b4d064
36.8 MB Feb. 19, 2021
2021-02-19-1613754284-https_get_2443.csv.gz
c39a917b1088b75013a3e1329a4051d765d85040
39.0 MB Feb. 19, 2021
2021-02-19-1613754046-http_get_2086.csv.gz
615a61239e3b6283a2807ed46277b238b0e72c2d
61.7 MB Feb. 19, 2021
2021-02-19-1613750085-http_get_666.csv.gz
da34af740a61866ba0bc7db3dfbc69a3edd93cb2
37.0 MB Feb. 19, 2021
2021-02-19-1613749450-http_get_1024.csv.gz
c93c279f26bab45666010acbc92116b31e0d3be0
58.1 MB Feb. 19, 2021
2021-02-19-1613746479-http_get_7077.csv.gz
4289c7816ad1a4347edf929595a7ff64e437bff5
35.9 MB Feb. 19, 2021
2021-02-19-1613742331-https_get_1443.csv.gz
fbc06ec890fc494651dcaf1cbc88ff2fd62d59f6
46.0 MB Feb. 19, 2021
2021-02-19-1613740070-https_get_5443.csv.gz
1d4c77860cc867b81e4ca81dbc9a4d39c29ec3a7
38.1 MB Feb. 19, 2021
2021-02-19-1613733068-https_get_4343.csv.gz
6068200da73c8fe085c7214d6661a7c71d8a127e
40.2 MB Feb. 19, 2021
2021-02-19-1613709565-https_get_2083.csv.gz
3442304b6c4711c0790f2f01a6d521d7219d40d5
63.8 MB Feb. 19, 2021
2021-02-19-1613696046-http_get_2082.csv.gz
284fc40147a05ad61971c34137fe3ebc75af0a17
62.6 MB Feb. 19, 2021
2021-02-19-1613693153-http_get_1400.csv.gz
619c5dd5ddc1e19c6e365d734c101628cfee7ba0
35.3 MB Feb. 19, 2021
2021-02-18-1613687845-ssh_22.csv.gz
d8db9be66b2b13f02a5c3de7ee778161746420e3
257.1 MB Feb. 19, 2021
2021-02-18-1613685961-rdp_3389.csv.gz
c72acc427f0a4977e89564feb14942f13dff7be7
108.1 MB Feb. 18, 2021
2021-02-18-1613683829-telnet_23.csv.gz
82a228f8d08a3b208742bbbcd63afbc771978703
72.5 MB Feb. 18, 2021
2021-02-18-1613678996-tcp_smb_139.csv.gz
492a4d14af1abe9ab5c50e3450ad53d79d7870b3
39.4 MB Feb. 18, 2021
2021-02-18-1613678897-tcp_smb_445.csv.gz
abfa7fdcd5cea1d1fce6c35cf6dd39eb2c236926
39.0 MB Feb. 18, 2021
2021-02-18-1613635699-pop3_starttls_110.csv.gz
8c172200226b423605eaaed618b959e3de8c88f0
87.9 MB Feb. 18, 2021
2021-02-18-1613626172-smtps_465.csv.gz
0f8fe75a37b9033f4deefced563baed72060f540
74.8 MB Feb. 18, 2021
2021-02-18-1613620909-imaps_993.csv.gz
6498fa28548a95a40e1ad1846984b10984741725
78.0 MB Feb. 18, 2021
2021-02-18-1613617970-pop3s_995.csv.gz
40bfc3ac7445b1dddab6873bd20f8132ed0aa6cf
77.7 MB Feb. 18, 2021
2021-02-18-1613606975-smtp_starttls_587.csv.gz
39fb9ae7041d1ad6087d056f40e0f1bd7925c4a5
80.3 MB Feb. 18, 2021
2021-02-18-1613606851-smtp_starttls_25.csv.gz
41e32917dff334cc8ed7e004463d1bf347391298
173.8 MB Feb. 18, 2021
2021-02-18-1613606790-imap_starttls_143.csv.gz
6855f8aed93fc3c4b33ef28bf3b35130c27c6930
86.5 MB Feb. 18, 2021
2021-02-07-1612741761-https_get_11443.csv.gz
6619afc2e634dac07a8f65afe9082a34a0244a50
38.5 MB Feb. 8, 2021
2021-02-03-1612384932-test_mqtt_1801_solarwinds.csv.gz
83b600cc9adc6a7467a006a6ba6a6bc6c740e028
43.1 MB Feb. 3, 2021
2021-02-03-1612382065-wppcmd_389.csv.gz
872023aea0ebc8619835fd8448b79ec783a2e03e
38.4 MB Feb. 3, 2021
2021-02-03-1612381969-tcp_bitcoin.csv.gz
beebbbd1ca83652dff68db2ccaa9ee6d6cfcea8f
38.6 MB Feb. 3, 2021
2021-02-03-1612377147-bgp_179.csv.gz
4e8889c8185dd3aa4db96e1b72a5daae77c28a41
83.3 MB Feb. 3, 2021
2021-02-03-1612375533-telnet_2323.csv.gz
c704d573ba46b162fb4fcb66774e4f48751f7afd
39.4 MB Feb. 3, 2021
2021-02-03-1612374196-tcp_memcached_11211.csv.gz
843c9157fb785ede168fc791cc2a197720b98691
40.0 MB Feb. 3, 2021
2021-02-03-1612369887-redis_6379.csv.gz
91383cc912361cb428b0433a63a52c6016fb01e5
45.5 MB Feb. 3, 2021
2021-02-03-1612366971-ssh_2222.csv.gz
73c1f0531abb1617874314b28f2615eb392af7b5
49.4 MB Feb. 3, 2021
2021-02-03-1612363860-ssh_22222.csv.gz
13d60632bc8d5ccea629308e787f9862d06f3a28
41.0 MB Feb. 3, 2021
2021-02-03-1612355329-tcp_dns_853.csv.gz
3f911fd321b0feacbd07363f158b59e9688b61e8
37.2 MB Feb. 3, 2021
2021-02-03-1612352462-etcd_version_2379.csv.gz
4ee265c660cd7537d484d448e3510a0a1dd7815e
36.5 MB Feb. 3, 2021
2021-02-03-1612352300-telnet_9527.csv.gz
1ce20588137907950035f76d49dccaa2fb5d31c1
38.3 MB Feb. 3, 2021
2021-02-03-1612347069-nntp_119.csv.gz
39eaa1ae4289a0b7c1a62c96748629eac3e29e9f
39.4 MB Feb. 3, 2021
2021-02-03-1612346848-mqtt_1883.csv.gz
a578cc7ca4e81f9beac37caa8ca097859c663cda
45.6 MB Feb. 3, 2021
2021-02-03-1612346122-mqtt_8883.csv.gz
03a6a212aaea4989dbef9c8c70c8ef8ebaba0372
43.0 MB Feb. 3, 2021
2021-02-03-1612339008-nntps_563.csv.gz
4f3debaa281354baae04bc333678c91435e44811
36.4 MB Feb. 3, 2021
2021-02-03-1612338697-ftps_990.csv.gz
964c017c7e1fb7bb67faa278bbc51434ed65dfdc
42.0 MB Feb. 3, 2021
2021-02-03-1612336248-https_get_6984.csv.gz
052c64a6483ba441ab302d1f9a936d37bb252981
36.7 MB Feb. 3, 2021
2021-02-03-1612335581-http_get_5984.csv.gz
43ea6b21069d30f1d4c142566d315f0ff195893f
37.8 MB Feb. 3, 2021
2021-02-03-1612330791-tcp_ldap_636.csv.gz
254114aa1a661fbcdf5ce68a21001d4829c1d92e
38.3 MB Feb. 3, 2021
2021-02-03-1612327687-tcp_ldap_3268.csv.gz
860312fd9d8b0df8eff6a15abde99135d8ae2bc9
35.9 MB Feb. 3, 2021
2021-02-03-1612324121-tcp_dns_53.csv.gz
233fbc42e8b00724186d5429a02843fa42a46367
109.7 MB Feb. 3, 2021
2021-02-03-1612322283-ftp_21.csv.gz
50e809ef637bf0102ffc339beb47231695f0334b
146.0 MB Feb. 3, 2021
2021-02-03-1612321565-http_get_9200.csv.gz
04a0497cc7dfac07ae20262ea89e350048392b9a
45.0 MB Feb. 3, 2021
2021-02-03-1612318973-tcp_ldap_389.csv.gz
c28dca14111001daf533923c5f4143449c5a3ae7
38.4 MB Feb. 3, 2021
2021-02-03-1612313998-atg_tls250_inventory_10001.csv.gz
3ef2d37b35609bf269c7a12aadccfda1648a3c06
55.2 MB Feb. 3, 2021
2021-02-03-1612311111-tcp_ldap_3269.csv.gz
e284ed76b4f9d6776cfd86ecf0a6a79eb77e0ef8
37.4 MB Feb. 3, 2021
2021-02-03-1612310926-atg_tls350_inventory_10001.csv.gz
b413619695a5e61af7acca2274a7cc80327f58a0
55.1 MB Feb. 3, 2021
2021-02-03-1612310762-tcp_clamav_3310.csv.gz
e0cc107c540ea20fab6f1efd87c874a0fb3a6d28
37.0 MB Feb. 3, 2021
2021-02-01-1612179191-udp_ldap_389.csv.gz
375c1458cd4c7e9275a886d01c77786cef376d20
1.6 MB Feb. 1, 2021

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File Name SHA1-Fingerprint Size Updated At
2017-05-08-1494205201-http_get_80.csv.gz
808534353054482b4b2744b48cbe88190c282d6c
384.5 MB May 8, 2017
2017-05-04-1493874421-pop3s_995.csv.gz
e79bf83660efb2d9e2207798b466378e654809eb
36.1 MB May 4, 2017
2017-05-04-1493874361-pop3_starttls_110.csv.gz
21910beb5529abb6eeacb6d520045b00d01df16c
46.1 MB May 4, 2017
2017-05-04-1493874301-submission_starttls_587.csv.gz
ab80db4397cca20fce484525e781f30fc02a22f6
36.3 MB May 4, 2017
2017-05-04-1493874241-smtps_465.csv.gz
8a28f0759179ab93c98329fea090ea560993377a
34.0 MB May 4, 2017
2017-05-04-1493874181-smtp_starttls_25.csv.gz
018c921a8b1384057a640062857c91f65338af91
92.1 MB May 4, 2017
2017-05-04-1493874121-imaps_993.csv.gz
0ed76862715c39fcf62fa2a6ca0f630c968c93c3
36.9 MB May 4, 2017
2017-05-04-1493874062-imap_starttls_143.csv.gz
a5279df7f8affd5b1229e82603c6b557d4ae77ae
45.6 MB May 4, 2017
2017-05-03-1493788621-telnet_23.csv.gz
c3cf317173639dd7a318db3f750fdece38b4c6c8
52.2 MB May 3, 2017
2017-05-03-1493788501-tcp_couchdb_5984.csv.gz
59200214258e92098e30499381dd7a3449b1d885
14.3 MB May 3, 2017